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145 Commits
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bvandeusenandClaude Opus 5 a4aae974a2 feat(telemetry): a usage event records which project the reader was in (#4196, #3735)
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`RetrievalLog` has carried `project_id` since it existed, so "this record
was SURFACED on project B" was always answerable. `note_usage_events`
had none, so "this record was OPENED on project B" was not — and the two
cannot be joined to recover it, because there is deliberately no session
identity server-side. NoteUsageEvent's own docstring rules that out.

That gap sat exactly on the question milestone 385 exists to answer. A
lesson's whole claim is that it reaches a session on a project it was not
written on, and step 8's acceptance is "retrieved on a different project
AND opened". Each half was answerable; the conjunction was not.

WHICH project, because the name is ambiguous and the wrong reading makes
the column useless: it is the project the READER was in, never the one
the record belongs to. The record's own project is already on the note;
copying it here would answer a question nobody asked while looking like
it answered this one.

The surfacing half is free — every arm already holds the scope it just
searched, so auto_inject, lesson_slot, the write-path arms and
enter_project now record it. process_skill_sync does not and should not:
it installs every Process the operator can reach, which is not a
project-scoped question, so a project there would be a fiction.

The pull half needs the caller, since a getter knows only what it was
handed. The five single-record getters take `project_id: int = 0` and
pass it through, following the convention `search` and `create_*`
already set. Null stays an ordinary answer meaning "not reported" — a
pull with no project is still a pull and still counts toward dead
weight; it simply cannot speak to transfer. The four REST detail views
report none for now: a human opening a record in a browser is a
different event from an agent recalling one, and #2245 left that
asymmetry deliberately undecided.

Guarded the way #2245 and #2476 taught: by source inspection, because a
parameter that was never threaded through changes no return value and
shows up only as a column that is mysteriously always null. Three
guards — the signature, the pass-through, and the arms — plus the
can-fail test rule 167 asks for.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-19 23:26:55 -04:00
bvandeusenandClaude Opus 5 26a757ecfe feat(lessons): a lesson is yours to keep current too (#4195)
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The lesson kind shipped with every mechanism for growing and nothing
telling a session to use them. `learned_from` is a list on purpose, the
dedup gate hands back an existing id rather than minting a twin, and
`update_lesson` already names re-keying a bad trigger as the edit that
pays most. None of that was reachable as a habit.

The exclusivity claim was the bug. The skill said "a preference is the
one record you keep current yourself", and by naming only preferences it
put lessons outside the habit. That sentence is now "a preference is
yours to keep current", which says the same thing about preferences
without saying anything false about lessons.

Beside it, a paragraph on what growing a lesson means: another incident
added to what taught it, a claim stated more exactly, or a trigger
re-keyed to the situation that really fired. Written as a practice
rather than a prohibition (rule 165) — the reader is named as the one
person placed to judge the trigger, because they are standing in the
situation it claims to name.

`get_lesson` carries the same prompt at the moment it bites: a session
reading a lesson inside the situation it names is the only reader who
can tell whether the trigger is keyed to what actually fired.

The guidance-ownership registry gains the topic and re-points the
preference topic's statement, since the phrase it pinned is the sentence
this change rewrites — the module asks for exactly that, in the same
commit. No index marker: the index names session-start reflexes and this
one fires mid-work, so `_INSTRUCTIONS` stays at 1998/2000.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-19 23:17:20 -04:00
bvandeusenandClaude Opus 5 d36d68a20f feat(lessons): the REST door a human can actually reach (#3734)
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Step 7, part two. Milestone 385 built the lesson kind through the MCP tools,
which is the agent's surface. The Vue app speaks REST, so a lesson was a
record a person could not create, read, edit or retire — rule 27 failing at
the door rather than in the view.

`/api/lessons` now offers list, create, read, update and trash, plus
`/api/lessons/taught-by/<id>` — the reverse of `learned_from`, which the task
body calls the direction that gets forgotten and arguably the more useful one:
a reader opening an old issue wants to know what was learned from it, and
until now the relation was only navigable from the lesson's side.

`lessons_taught_by` reads `data[taught_by]` through `path_exists`, the same
jsonpath dialect the snippet location lookup uses, so both reverse lookups hit
the GIN index (0070) the same way rather than scanning bodies. Share-aware via
`readable_notes_clause`: it renders beside a record the caller can already
see, so a lesson shared with them belongs there exactly as their own does.

THE TRIGGER IS REFUSED WHEN EMPTY, at create and at update. This is the one
place the door is not a thin wrapper, and it is deliberate: the service will
store a triggerless lesson quite happily — it saves, reads correctly in every
listing, and never surfaces. There is nothing to notice afterwards, because it
looks exactly like a lesson that works. Better to refuse it than to hand back
a record that looks finished. The refusal says why, so the next reader does
not take it for a nag and delete it.

`lesson_to_dict` moves into the service and the MCP tool's `_to_dict` becomes
an alias for it. Both doors now return one shape — a payload spelled once per
door answers the two of them differently the first time a field is added — and
both compose through `services/lessons.py`, so a lesson written from the web
ranks identically to one written by an agent. The document IS what ranks, so
that parity is the whole reason the door is thin.

The dedup gate matches the MCP path: two lessons under one trigger compete in
a single ranked list for one reserved slot, so a duplicate here displaces
rather than merely clutters.

NOT DONE YET: this is the door, not the UI. #3734 stays in_progress until the
Vue views, the router entries, the Knowledge browse badge and the both-ways
sources panel exist — rule 27 is about the operator being able to touch it.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-19 14:02:57 -04:00
bvandeusenandClaude Opus 5 0ed8e86cd5 feat(instructions): a rule proposal has five answers, and three of them route (#3733, #3896)
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Step 6 of both milestone 385 (lessons) and 399 (preferences). #3896 asked for
the fourth and fifth answers in one pass, because two people each adding one
branch to a three-way distinction produce a list that does not read as a set.

create_rule now opens by asking what kind of thing is being held, with one
question that sorts it — what happens if someone doesn't do this? Something
breaks, a boundary is crossed: a rule. It gets done a way the operator didn't
want: a preference. They lose time rediscovering it: a lesson. The closing
question grew the two matching answers, and they are named as first-class
outcomes rather than places a proposal lands when it fails. An observation
that turns out to be a lesson has been routed, not dropped.

Stated as a practice, not a prohibition (rule 165). #3557's first cut opened
"NOT YOURS TO CALL UNPROMPTED" and cost the noticing; the wanted behaviour
here is still more proposals, and what changes is only which door they go
through.

create_note says the same from its side, so routing does not depend on having
opened create_rule first — and its existing rule test ("a mistake, not merely
uninformed") turned out to name the lesson exactly. create_lesson names the
fifth kind so the set is complete from every door. create_project_rule's
citation of the loop names five answers, since it cites rather than repeats.

The force axis has one owner (decision #4027): using-scribe states all three
strengths, the sorting question, that updating a preference mid-work is the
normal case, and that preferences shape how work is done and never what gets
recorded. _INSTRUCTIONS carries the pointer — "Rules bind; preferences guide
and you keep them current; lessons inform." It had 14 characters of headroom,
so the clause is paid for by trimming atmosphere from three other lines; 1998
of 2000 now.

Guards: the proposal-loop test learns the preference branch, the lesson
branch and the force question, on both rule surfaces; guidance-ownership gains
the force-axis topic (shared with the docstrings, for the moment a proposal is
actually written) and the preference-scope topic; a new guard pins that the
index names all three strengths and who keeps the middle one current, with its
can-fail case being the omission that actually happens — a kind added to the
product while the index still describes the corpus that came before it.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-19 12:12:14 -04:00
bvandeusenandClaude Opus 5 6a2476addb feat(records): every typed kind gets all five doors and a duplicate report (#4164)
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Arising from #3731, which shipped a lesson with three of five tools and logged
the rest rather than widening its own scope. The operator's framing on reading
that: each kind deserves CRUD functions and to show up in the search and report
functions. So this fixes the property, not the two instances.

WHAT WAS MISSING FOR A LESSON: no delete, no list, and no duplicate report.
`delete_lesson` is the #2250 situation exactly — the trash is kind-agnostic so
`delete_note` always reached a lesson, but nothing said so, and a kind whose own
tools offer create/read/update reads as one you cannot retire. `list_lessons` is
the only way to ask what has been learned at all: `get_lesson` needs an id you
already have, and semantic search returns what resembles a query, never the set.

APPLYING THE RULE FOUND THE SAME REPORT GAP FOR PROCESSES, which have had full
CRUD for months and have never been in `_REPORT_KINDS` either. Both are in now,
each compared only against its own kind.

The lesson report default is 0.90 — the general semantic floor, deliberately
BELOW its own write-path bar of 0.96. The gate is permissive on purpose so it
does not refuse two genuinely different lessons whose triggers read alike, and
that tolerance is precisely what wants reviewing later, so the report looks at
the band the gate was told to let through. Safe there and not at the gate,
because a report proposes and the operator picks where the gate blocks a write.

A BUG CAUGHT BEFORE IT SHIPPED: `list_lessons` first read the trigger from
`it["data"]`, which `_note_to_item` does not carry — it projects named keys off
the mirror (`language`, `verification`) rather than the column. Every row would
have listed an empty trigger, which on a kind whose whole point is the trigger
is the failure looking like the feature. `when_to_apply` is now projected there
beside the others, so every listing surface gets it, including step 7's UI.

The guard asserts the PROPERTY rather than the instances: for each typed kind,
all five tools exist, are actually offered by register(), are classified for
auth, and the kind has a duplicate report. Derived from the kinds themselves, so
a fourth inherits the bar. A per-tool test cannot catch a missing tool, which is
why four steps of milestone 385 went green over this.

`find_duplicate_records` now validates against `_REPORT_KINDS` instead of its
own literal — the second copy is what would have refused a kind the service
already supported.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-18 18:35:13 -04:00
bvandeusenandClaude Opus 5 1d201d2ff7 feat(lessons): a lesson can be written, and it keeps every incident that taught it (#3731)
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Milestone 385 step 4 — the write path.

ITS OWN TOOL MODULE, not create_note(note_type="lesson"), on the snippet and
process precedent and for the reason that precedent exists: a kind whose value
depends on one field being filled needs a door that ASKS for that field by
name. create_note would take a lesson through a generic body parameter and the
trigger — the whole of why a lesson is findable — would be something the writer
had to know to include.

THE TRIGGER IS REQUIRED, refused rather than flagged. Step 1 left the choice
open. Refusing is right for the same reason create_rule makes enforcement the
deciding question: a lesson with no trigger is not a weaker lesson, it is a
note that will never surface, and nothing downstream can tell the difference —
it saves, reads correctly in every listing, and is silently absent from the one
moment it was written for. A flag is a warning nobody is present to read; the
write path is where the writer still is. The message says SYMPTOM, because
"required" alone produces a topic where a situation was wanted.

The docstring carries the distinction this milestone exists to fix, in a line a
reader can apply: the difference between a lesson and a rule is FORCE, not
importance. If ignoring it would be a mistake it is a rule and needs the
operator's yes; if ignoring it just means someone re-derives it the slow way it
is a lesson, and nobody is bound.

CARDINALITY: a LIST, in notes.data under `taught_by`. The founding example
generalised three incidents into one claim about failure classes no CI lane can
see — generalising across incidents is the shape a good lesson HAS, and
arose_from_id holds one, so a single id keeps the first and drops two while
reading as complete. It lives in `data` rather than a join table for the reason
decision #4157 put the trigger there: a table would settle, for every note kind
at once, whether provenance is multi-valued — a question nothing has measured.
`arose_from_id` is filled only when there is exactly ONE source, because every
surface that renders it renders it as THE origin, and one of three would make
those surfaces state something false.

THE DUPLICATE GATE, which step 4 asked to check: a lesson is judged at a bar
ABOVE the sibling band, not the general 0.90. #2518 measured deliberately
parallel variants at 0.92 on a document that is mostly prose about the thing,
which is exactly a lesson's shape now — so at 0.90 two genuinely different
lessons about one area ("CI cannot see this class of failure") would refuse each
other. Its own constant rather than reusing the snippet's: the two are separate
facts that coincide today, and this number is inherited from a structurally
analogous corpus rather than measured on lessons, of which there are none yet.

Follows canon #2846 including the third registration point it names and this
change would otherwise have missed: get_lesson is in server._READ_ONLY_TOOLS
and the two writers in _WRITE_TOOLS, which test_mcp_auth requires.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-18 18:19:28 -04:00
bvandeusenandClaude Opus 5 1361ed7200 feat(lessons): the document shape is the stored record, and it travels (#3730)
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Milestone 385 step 3 — the step where the kind either works or is cosmetic.

THE DOCUMENT, and why there is no `lesson_document()` beside `rule_document()`
in embeddings. The step expected one. The difference is where the sharp shape
LIVES. A rule keeps its trigger in a column and its title is a plain name, so
`{title} — {trigger}` has to be synthesised at embed time and exists nowhere
else. A snippet — the only sharp record in the corpus by #2485's measurement,
0.153 top-to-second against 0.010–0.023 — gets there the other way: its STORED
title is already the join and its stored body already opens with the trigger,
so the ordinary `title\nbody` join IS the sharp document. Step 1 chose the
snippet route and step 2 built it, so `lessons.lesson_document` composes what
is STORED and the generic chunker does the rest.

The consequence the step asked about: `chunk_document` is untouched, so
CHUNKER_VERSION does not move and NOTHING re-embeds. The step's "Re-embed"
section describes a change this design does not make.

THE NARRATIVE stays in the body, departing from the step's instruction to keep
it out. `rule_document` excludes `why` because long dated narrative made
sixteen dev-logs land on the centroid of "development" — but that finding
predates chunking (#280). A body over budget is now split, and every chunk is
prefixed with the title, which for a lesson carries the trigger. The story
occupies its own vectors instead of averaging itself into the trigger's, and
each of those is still anchored to when the lesson applies. A guard asserts
exactly that. Holding the story out would cost the reader the only part that
explains the insight, to buy a sharpness the chunker already provides.

GLOBAL IN THE SEARCH is the real new code: `GLOBAL_NOTE_TYPES` and
`include_global_kinds` on `semantic_search_notes`, widening the PROJECT filter
alone. Off by default, because two callers depend on that filter holding — the
near-duplicate gate compares a record only against its own project on purpose,
and a globally visible kind there would let a lesson block an unrelated note's
create on a project its author never touched. It composes with `note_type`
rather than overriding it, so narrowing to snippets does not quietly acquire
lessons, and it changes nothing about the ACL: `notes_visibility_clause` still
gates every row.

Wired into the explicit MCP search only — the operator asked, and there is no
budget to spend. The unasked-for injection arms are step 5's subject (#3732)
and the legibility of a lesson appearing on a foreign project is step 7's
(#3734), so neither is turned on here.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-18 16:13:15 -04:00
bvandeusenandClaude Opus 5 5c6175ad97 feat(placement): a record you only cite carries its status (#4154)
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Step 1 made placement cheap for a task whose status CHANGES: create_task
and update_task return where it sits, and the report is written from
that. It did nothing for a task a reply merely cites.

This milestone's own step-6 review reported "#4014 is the open step of
milestone 409". #4014 had been done for four days; the open step was
#4015. The id did not come from a read — it came from a retrieval hint,
which carries an id, a kind and a title and says nothing about status,
while list_milestones said "8 of 9" and would not say which one. The
gap was there to be filled and the nearest-looking id filled it.

Two surfaces, one principle: the status arrives with the id.

1. get_project_milestone_summaries gains next_step — the earliest open
   step, {id, title, status} or None — carried through _BRIEF_FIELDS to
   enter_project, get_project and list_milestones. One extra flat query
   for the whole batch, so #2384's fan-out does not come back.

   OPEN_STEP_STATUSES moves to services/milestones.py and placement.py
   imports it; both surfaces now answer "what is next" and must not
   drift on what counts as open. Both step queries take the same
   readable_notes_clause (rule 78), so a row cannot name a step its own
   progress numbers exclude.

2. _record_kind renders a task's status: [task (done)], [issue (todo)].
   A finished step and an open one read identically before, which is
   exactly the line the misreport was taken from. Only tasks — is_task
   IS status-is-not-None on the model, so there is no fallback branch.

reporting-back gains the practice, owned and registered in the guidance
ownership table: a record you only mention is a record to read.

The guards are structural and each fails on the regression it names:
the query count is asserted rather than the payload shape, and the two
surfaces' agreement is pinned on the rendered ORDER BY, since a mocked
session hands back whatever order the test chose.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-18 12:08:00 -04:00
bvandeusenandClaude Opus 5 aee24c9c1c feat(retrieval): a tuned number carries the space it was measured in (#4104)
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Milestone 416 step 6. A retrieval floor is a cosine similarity, which only
means something inside one embedding model's geometry over documents cut one
particular way. Change either and every floor on the install keeps applying
while describing nothing — and nothing anywhere says so, because the scores
simply come out different and the bar goes on cutting.

`CHUNKER_VERSION` already solved this for documents: stamped per row, so the
backfill re-embeds precisely what is stale. The same idea, applied to the
numbers:

- `calibration_stamp()` — embedding model + document shape, one definition.
  TWO fields, never a fused string (rule 149): a mismatch has to say WHICH half
  moved, because they call for different responses.
- `retrieval_tuning_events` gains `embedding_model` / `shape_version`
  (migration 0104), stamped on every write. Nullable and NOT backfilled —
  "unstamped" is the honest answer for a row written before this existed, and
  it reports as `stale: null`, never as fine.
- `current_settings` reports calibration per dial: tuned rows from their event,
  untouched dials from the registry default's own stamp.
- `retrieval_surfaces` and the Settings panel show the mismatch. The panel
  renders ONLY when something is stale, so seeing it at all is the signal.
- `migrate_floor` / `migrate_retrieval_floor` answers "a path for thresholds to
  be inherited by the next model so that they don't have to recalibrate a lot":
  the raw cosine cannot cross models, but the PERCENTILE it represented can.
  Measure what fraction of a surface's logged calls the old floor admitted,
  re-score those queries under the current model, take the value admitting the
  same fraction. Dry run by default; applying writes an ordinary tuning event
  with the arithmetic in its reason.

Nothing auto-retunes. A stale stamp says a number is no longer a measurement;
it does not say what the number should be, and #4102 measured the one case
where the statistic and the correct action pointed opposite ways.

The load-bearing test is an ABSENCE: no chat-model identifier may appear
anywhere in the calibration path. Claude produces none of these scores, so a
Claude upgrade must trigger nothing — a false alarm here teaches the operator
to ignore the real one on the day bge-small becomes bge-base.

Backup v17 carries both columns, unfilled on the way out and on the way back:
a round trip must not turn "we don't know" into a stated fact.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-17 12:45:48 -04:00
bvandeusenandClaude Opus 5 381c90ca7e feat(retrieval): the wide net becomes a pull — fifty candidates, no bar (#4103)
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Milestone 416 step 5. The operator's compromise — "if you're worried
about excluding potentially important data let limit it to 50 entries"
— moved to the surface where it is safe. Fifty in the push would be
milestone 394 with extra steps; fifty in a pull crowds nothing out.

`what_might_apply(query)` returns ranked rule candidates with NO
threshold. The moment it serves is the one where the caller does not
trust a bar to decide for them, so it does not have one — every row
carries its score and the reader judges.

WHY IT IS NOT A BIGGER `limit` ON `search`

`_search_rules` returns statement, why and how_to_apply in full, on the
stated reasoning that a caller who went looking deserves the whole
record. That is the DEEP pull and should stay that way. This is the
SHALLOW one — many candidates, each just enough to decide whether to
open it. Opposite trade-offs, so it is a second tool.

THE PREMISE THE STEP GOT WRONG

The task said fifty "costs nothing". `_rule_hint_line` had already
measured otherwise: ~143 tokens per line once the trigger is rendered,
and #3855 tripled trigger lengths across the corpus. Fifty is ~7,000
tokens — cheap next to an arm firing before every Bash call, but not
free, and a tool promising a free wide net gets reached for casually
and then regretted.

So it reuses the graduated shape #3851 measured for the push: the top
few carry their trigger whole, the rest carry a cut of it. TRUNCATED,
never dropped — the trigger is what lets a reader judge without
opening, and a teaser without one is just an id. The cut borrows
`_goal_line`'s technique including the fallback that matters (#4036):
`textwrap.shorten` returns a bare "…" for one unbroken word.

TELEMETRY

Logged under its own pull source, asserted absent from both the tunable
push registry and AMBIENT_SOURCES. That guard is load-bearing right
now: the push arms' near-miss distributions are the evidence #4121
argues from, and a pull folded into them would move those numbers.

INSTRUCTION SURFACES

The using-scribe reflex and the MCP instructions both pointed at
`search(content_type="rule")` for the consequential moment — the deep
tool, at the moment you want breadth. They now point here, and keep
`search` for reading a rule you already suspect. Written as a practice
rather than a prohibition (rule 165).

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-17 12:18:25 -04:00
bvandeusenandClaude Opus 5 c8bfa6947c docs(retrieval): stop asking the operator to diagnose retrieval (#4102)
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The last item in this step's done-when: no wording anywhere asks an
operator to tune for correctness.

Four Settings hints told them to do exactly that — "raise it if rules
keep arriving unread", "lower it if a git push arrives with nothing",
"lower this if genuine duplicates go unnoticed". Every one of those
asks the operator to diagnose a ranker from symptoms, which is the job
the model now does from the records: the telemetry says what each bar
refused, and reading those records is what separates a real miss from
a bar doing its job. The hints keep the explanation of WHAT each number
is — that is worth reading — and drop the homework.

`plugin_context.py` said the defaults "are meant to be tuned from
retrieval_logs once data accrues", which was true and had no owner.
It now names who does it and with what.

`retrieval_telemetry`'s docstring gained the warning that belongs
beside it: this readout has been measured pointing the wrong way, so
the ids it returns are the point, not its percentiles.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-17 11:38:16 -04:00
bvandeusenandClaude Opus 5 ca49a46c23 feat(retrieval): the model moves its own floors, and says why (#4102)
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Milestone 416 step 4's write half. `retrieval_surfaces.py` made the six
push arms describe their `{floor, budget}` the same way; this adds the
three MCP tools that let the model READ that and change it, and the
backup sections that carry the reasons.

The operator's decision, which this implements:

    "the floor should be chosen and adjusted by the model using it… the
    user should be able to touch it but the model should be the thing
    handling it 9 times out of 10."

WHY A REASON IS REQUIRED, AND WHY THE TOOL ARGUES AGAINST PERCENTILES

The milestone originally listed self-tuning as a non-goal on one
measured case, and that case is now the tool's docstring rather than a
prohibition: `report_preference` logged 69 consecutive declines with
the refused record 0.0006 under the bar, and every percentile said
"lower it". The refused record was rule 77 "Extract intent from loose
phrasing" matched against a query about report layout — a false
positive. Lowering would have attached that rule to every completion
report ever written.

What separated the statistic from the correct action was OPENING the
record. So `tune_retrieval` refuses a blank or perfunctory reason,
tells the caller to read `retrieval_telemetry(near_miss_samples=5)`
and the record ids it names, and carries that 69-decline example — an
abstract warning loses to a number. The non-goal that survives is
*statistical* auto-tuning; nothing here reads a percentile and picks a
value.

BACKUP (v16), which is what CI caught

`retrieval_tuning_events` was neither backed up nor excluded, and
#2293's guard said so. It is backed up: `settings` already carried the
numbers, so dropping this would restore an install with six moved
dials and no argument for any of them — precisely the state the table
exists to prevent, and worse now that the model is the one moving
them. One `_retrieval_tuning_event_rows` builder called from both
exporters (snippet #2851); `user_id` travels because a restore has to
remap it, which is why the row builder is not the model's `to_dict()`.
`surface` is a registry name rather than a foreign key, so the history
survives a restore into an install whose ids all differ.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-17 11:28:17 -04:00
bvandeusenandClaude Opus 5 07bdbf1647 feat(rules)!: a rule cannot be created, or edited into, having no trigger (#4099)
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`when_to_apply` is not metadata. `rule_document` embeds a rule as
`{title} — {trigger}` / `When to apply: {trigger}\n\n{statement}`, the trigger
appearing twice so purpose dominates a short vector — the shape note 2485
measured on snippets (a 0.153 top-to-second gap against 0.010–0.023 for
everything else). Without one the document silently becomes title + statement:
a DIFFERENT shape, ranked against a corpus it does not match, with nothing to
report it. Every bar and every rank in the system assumes one shape.

`create_preference` has refused an empty trigger since it shipped. The two rule
creators defaulted it to "" — so the shape was enforced for the record kind
that guides and optional for the kind that binds.

The guard lives in the SERVICE, because both doors reach it: the MCP tools and
the frontend's fast path in routes/rulebooks.py. Written in either alone, the
other could still create a rule that never fires. The route keeps a matching
check for the STATUS CODE only (400, not the 404 it maps ValueError to).

update_rule refuses to EMPTY an existing trigger, checked after the mutation so
it covers `clear=[...]`, an emptied form input, and any route added later.
Deliberately asked as "did this edit remove one" rather than "does one exist":
a rule predating the guard has none, and refusing to save it would freeze
precisely the unreachable records that most need fixing.

Deliberately not following arose_from_id, which the human door exempts itself
from because provenance is about auditing what the AGENT changed. That reasoning
does not reach this field — a missing trigger is not a missing explanation, it
is a rule that does not work, and it fails an operator as badly as a session.

15 test fixtures across 6 files were creating rules with no trigger. They now
pass one; that they did not is the point — curation is not a guarantee.

Step 1 of milestone 416 "Retrieval stops guessing a bar". First because every
later step assumes one document shape, and it is much cheaper to guarantee
before a corpus grows than to backfill after.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-16 14:45:32 -04:00
bvandeusenandClaude Opus 5 5e4fd017ae fix(mcp): list tools return rows that say what a record is, not what it says (#4061)
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list_tasks returned every row's to_dict(), body included: a project's todo list
came to 93-165k characters, past what an MCP client accepts inline, so the list
arrived as a file to page through (the #4045 failure, one call over).

- notes.brief_row: id, title, type, project, tags, updated_at; for tasks,
  status, kind, priority, milestone id and title; description, parent and due
  date only when set.
- milestones.titles_for: one query for the milestone titles a page of rows
  names.
- Brief rows on list_tasks, list_notes, get_milestone's steps, get_system and
  list_system_records. get_task / get_note / get_snippet read a record in full,
  and each docstring says so.
- tests/test_list_rows_brief.py pins the ceiling: 100 rows of ~5k-character
  step plans stay under 40k characters.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-15 16:07:00 -04:00
bvandeusenandClaude Opus 5 2811fc9025 fix(planning): the plan gate joins step text through embedding_text (#4079)
test_nothing_else_builds_the_embedding_document_itself caught start_planning
building f"{title}\n{body}" inline for the plan gate's candidate text. That is
the embedded-document shape; plan_candidate_text now takes (title, body) pairs
and calls embedding_text, so the candidate moves with the corpus it is ranked
against (#2486).

Also carries the create_task / create_records milestone_id docstring lines from
step 5 (#4080), which share the file.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-15 13:45:52 -04:00
bvandeusenandClaude Opus 5 59407728e6 feat(planning): start_planning hands back the active plan that already covers the work (#4079)
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Step 4 of milestone 415 "An existing plan is found before a new one is made".
A session that could not see an existing plan made a second one beside it.
start_planning and create_milestone now ask first: an ACTIVE milestone in the
project with the same title, or one that reads as the same plan (title, design
and steps against milestone embeddings), is returned with its progress and a
pointer to create_records(milestone_id=...). Nothing is created; force=true
bypasses.

- dedup.find_matching_plan / plan_gate / plan_match_response; access-checked
  before either arm (rule 78), fail-open like the other gates.
- Done milestones never block; the semantic arm needs 200+ chars of candidate.
- kb_plan_match_threshold (default 0.90) is a setting, in the Settings view,
  and pinned against the Python default by test_settings_defaults_agree.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-15 13:43:18 -04:00
bvandeusenandClaude Opus 5 3a501c2cac feat(search): milestones are searchable by meaning — "is there already a plan for this?" (#4078)
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`search` covered notes, tasks and rules, and a milestone — the record a plan
lives in — could not be found. A project whose roadmap was written as
milestones had every later plan opened beside the one that already described
it, because nothing could have told the session it existed.

- milestone_embeddings (migration 0102): the third sibling of note_ and
  rule_embeddings, for note 3163's reason — the search is milestone-specific.
  The document is title — description, then description and the plan body,
  so a roadmap milestone with no description is still found by its design.
- Written on create, on a title/description/body update, and for a plan made
  through start_planning / create_records, fire-and-forget with the parent-row
  claim (#3262); a startup backfill covers every existing milestone. Derived,
  so it joins _NOT_INCLUDED beside the other embeddings.
- semantic_search_milestones: a project's milestones when the caller can read
  it (access.can_read_project), otherwise the caller's own; optional status.
- search(content_type="milestone"): id, title, description, status, project
  and progress. Its own shape, and not part of "all", whose results are
  note-shaped. The docstring says what it is for: ask before start_planning.
- Integration test on real Postgres: found in its project and not another,
  status narrows, an unreadable project returns nothing.

Milestone 415 step 3.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-15 13:34:03 -04:00
bvandeusenandClaude Opus 5 184a3e026d feat(mcp): enter_project names active milestones with no steps as open work (#4076)
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A plan written as a milestone with a description and no steps was invisible to
the session handshake: it lists the 5 most recently touched milestones (#4045),
and touching is a step changing, so a step-less milestone can never qualify.
FabledLibrarian's roadmap (nine such milestones) sat unseen while later plans
were opened as new milestones beside the ones that already described them.

enter_project adds `unplanned_milestones`: active milestones with no steps, in
roadmap order, id/title/description, up to 10 with an omitted count, none
repeated from the recent list, and absent when there are none. The docstring
says what they are for: check them before starting a new milestone, and add
steps to a match with create_records(milestone_id=...).

Milestone 415 step 1.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-15 13:28:05 -04:00
bvandeusenandClaude Opus 5 4e4020c040 feat(rules): move a rule between global and project scope, keeping its id, history, areas and edges (#4063)
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A rule's home is its reach: a rulebook topic makes it global, a project makes it
that project's. There was no way to change one, so a project rule decided to be
global could only be recreated and the original trashed — losing the id every
record cites, its edit history, its area tags and its relations.

- services.rulebooks.move_rule(rule_id, user_id, topic_id= | project_id=):
  exactly one destination (the model's CHECK), owned by the caller, not the
  rule's current home. A topic already holding a live rule with the same title
  is refused with a message naming that rule, instead of uq_rule_per_topic
  failing the commit. Someone else's rule reads as not found.
- Deliberately NOT done, and said in the docstring: no version (a version is
  what a rule said, milestone 323 decision 4), no duplicate gate (nothing new
  enters the corpus), no re-embed (retrieval reads the home at query time).
- Both doors: MCP move_rule, REST POST /api/rules/<id>/move (rule 33).
- UI: RuleHomePicker, one component in the rule editor (a global rule) and a
  project's rules tab (a project rule), so the two cannot drift on what a
  destination is.
- using-scribe names move_rule under "Where a new rule goes". Plugin
  2026.09.15.1626.

Milestone 414 step 3.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-15 12:26:39 -04:00
bvandeusenandClaude Opus 5 0bcd4b5540 feat(rules)!: retire rulebook subscriptions and per-project suppressions (#4052)
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A rule's home is its scope now: a rule in a rulebook topic is global, a rule on
a project applies to that project, and retrieval reads that directly (#4074).
A subscription had stopped changing anything a session received; a suppression
muted rules from a subscription. Operator, 2026-09-15: "we have global and
project scoped rules, we don't need the subscriptions now."

What goes, whole (rule 22):
- Migration 0101 drops project_rulebook_subscriptions, project_rule_suppressions
  and project_topic_suppressions, and strips subscribe_rulebooks (and 394's
  leftover exclude_always_on_rulebooks) from stored inception choices.
- Service, MCP and REST: subscribe/unsubscribe and the four suppress/unsuppress
  operations. The Subscribers checklist, the subscribe chips, the skip buttons
  and the Suppressed section in the rules UI.
- Inception asks two questions (design system, seed Systems). create_project and
  decide_project_inception lose subscribe_rulebooks.
- Backup v15 stops exporting the three sections; older archives still restore,
  the keys simply unread. Trash no longer hard-deletes suppression rows.

What changes meaning:
- get_applicable_rules is a project's LISTING: its own rules, plus the global
  rules tagged to an area it works in. Untagged global rules apply everywhere
  and arrive by retrieval, so they are not listed. A co_surfaces partner on a
  different project is not dragged in.
- list_rules(project_id) lists that project's own rules.
- rules_payload drops subscribed_rulebooks and suppressed_*; the handshake's
  brief form is project_rules alone.
- using-scribe's "Where a new rule goes" and inception sections, tool
  docstrings and docs say global vs project. Plugin 2026.09.15.1620.

Milestone 414 step 2.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-15 12:20:57 -04:00
bvandeusenandClaude Opus 5 188e78bbcd feat(rules): retrieval honours a rule's home — global everywhere, a project's rules only in that project (#4074)
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semantic_search_rules searched every rule the user owned, and every hook arm
called it without a project, so each project's rules were injected into every
other project's sessions and a project rule meant nothing a session could feel.

The search now takes a scope: global rules by default (an unbound session, or a
caller that forgets to say), global plus project N when given project_id (N's
rules only if the caller can read that project, through access.can_read_project),
and every owned rule with everywhere=True. The four hook arms and the report
preference lookup pass the session's project; an explicit
search(content_type="rule") scopes to its project_id, or asks the whole rulebook
without one.

Milestone 414 step 1. Guarded by an AST walk that every hook call site passes
project_id, and an integration test on real Postgres that a rule is reached only
from its home.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-15 12:06:34 -04:00
bvandeusenandClaude Opus 5 7f974d9749 feat(mcp): enter_project becomes a small primer: goal, recent work, open work, vocabulary (#4045)
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The handshake carried the whole project record, every milestone's plan, full
rule text, the notes most recently edited and ~9k of design guidance. For
project 2 that was ~222k characters, past what an MCP client accepts as a tool
result. Each category was walked through with the operator and sized to what a
session needs on arrival; each names the call that has the rest.

- project: id, title, status and the full goal (session start's "full goal"
  pointer still lands here). get_project keeps the whole record.
- milestone_summary: the 5 most recently touched milestones, any status, most
  recent first, without plans. Summaries gain last_touched_at: the later of
  the milestone's own edit and its newest step update, from the query that
  already counts steps. milestone_summary_omitted counts the rest and points
  to list_milestones. get_project and list_milestones list every milestone,
  also without plans.
- open_tasks: the 10 most recently touched open tasks, with or without a
  milestone, each naming its milestone. list_notes gains sort="touched"
  (the later of updated_at and the newest work-log), because a log doesn't
  bump updated_at.
- recent_notes: dropped. Retrieval surfaces notes by relevance, and
  get_recent covers recency.
- systems: id and name.
- design_system: summary plus guidance_call. get_design_system gains
  resolved_guidance, the chain-merged prose; its own guidance field is only
  the departures, so session start's old pointer to it led to a fragment.
  The session start pointer and using-scribe's "Building UI" section now
  name resolved_guidance.
- rules: rules_payload(brief=True) gives project_rules as id and title plus
  subscribed_rulebooks, and records only what it shows. Retrieval delivers
  rules in full and ignores subscriptions (#4052). Other callers unchanged.
- pattern_coverage, inception and systems_bootstrap: unchanged.

Clients: the plugin's using-scribe skill, the compaction notice and session
start are updated here; the REST project summary only gains last_touched_at.
Plugin version minted.

Tests: a size ceiling on the handshake for a large project; milestone and
task selection and naming; brief rules; resolved_guidance; the session
start pointer; and a real-Postgres test that a work-log touches its task and
a step update touches its milestone.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-14 22:04:38 -04:00
bvandeusenandClaude Opus 5 9b2de3552f fix(mcp): project reads list milestones without their plans, and cap done ones (#4045)
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enter_project returned every milestone's full plan body. On a project with 39
milestones the handshake came to ~222k characters, 168k of them bodies (110k
from done milestones). That is past what an MCP client accepts as a tool
result, so the call meant to orient a session arrived as a file to page
through. It grows with a project's history, so any long-lived project on any
install gets there.

- brief_milestone_summary (services/milestones.py) trims summary rows to the
  listing fields: id, title, description, status, order_index and progress.
  The plan is get_milestone's job. user_id, project_id and timestamps repeat
  what the caller knows.
- enter_project and get_project share one block: every open milestone plus
  the 5 most recently updated done ones, in order. milestone_summary_omitted
  is attached only when older done ones were left out, and names
  list_milestones and get_milestone.
- list_milestones lists every milestone, done included, without bodies. It is
  the call the omitted line points to, and it had the same size problem.
- The REST project summary is unchanged; the web UI reads it.

Tests: trimming, the done cap and its order, the omitted key present and
absent, get_project and list_milestones, and a size ceiling on enter_project's
milestone block for a 200-milestone history.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-14 19:48:24 -04:00
bvandeusenandClaude Opus 5 921565696c feat(409): an operator's own reply shapes reach the reply they are about (#4013)
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The reporting-back skill ships default shapes; an operator's adjustments to
them are preference records. Prompt-time retrieval matches the operator's
message, and a shape preference is about the reply, so those preferences were
on file and never arrived. Operator's decision (logged on #4013): the server
delivers them for a completion report, and the skill asks for every other kind.

- Completion reports (option C): closing a task with update_task runs a
  kind-filtered preference search for the moment "writing the completion
  report after finishing a task" and returns matches as `reply_preferences`
  ({id, title, statement, kind}), with a sentence added to `report_back`
  naming the key. A preference says it is about completion reports through
  its own when_to_apply; no tag or column. Omitted when nothing matches, and
  the lookup fails open.
- Telemetry: every call logs to retrieval_logs under `report_preference`
  (empty calls included; a search that never ran writes no row) and hits are
  recorded surfaced. The source is ranked, so it counts toward pull-through.
  The bar is the prompt arm's setting until step 6 reads this source's near
  misses.
- Every other reply (option A): reporting-back gains "The operator's own
  shapes come first". Before a finding, decision, handoff or "where are we",
  search(content_type="rule") in the words of that moment and follow what
  comes back. Registered in the ownership guard with reporting-back as owner.
- Loading reply shapes at session start (option B) was rejected: it would be
  a small copy of the preloading milestone 394 retired.

Domain-neutral query (pinned); works on an install with no preferences.
Plugin version minted.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-14 17:43:16 -04:00
bvandeusenandClaude Opus 5 6c1fd28179 fix(#4022): instruction surfaces stop describing the always-on tier milestone 394 removed
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Skill bodies and tool docstrings still taught the deleted model: using-scribe
said always-on rules "arrive whether or not you ask" and that SessionStart may
inject a rule index; create_project, decide_project_inception and enter_project
said an undecided project gets "every always-on rulebook"; create_rule pointed
standards at "the always-on one"; the verification sweeps and
retrieval_telemetry listed always-on paths and a live preload.

Every passage now describes the current model: every rule is retrieved, a
rulebook binds only by subscription, an undecided project inherits nothing,
and the preload survives only in telemetry rows older than 394.

Also repairs three sentences left half-replaced by the 394 edits: the static
context's "If you have not loaded the no rule has arrived", create_rule's
"an A subscribed rulebook", and create_project's doubled
subscribe_rulebooks entry. Plugin version minted.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-14 10:39:27 -04:00
bvandeusenandClaude Opus 5 7239e3c479 feat(409): the reporting reflex reaches every surface a session reads (#4012)
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Step 3 of milestone 409 "Response shapes". Step 2's reporting-back skill
only helps if it fires, and only exists in the Claude Code plugin.

- scribe_static_context.md and using-scribe (new reflex 11) say: report back
  in a shape the operator can read, placed from the `placement` block rather
  than memory, and point at the reporting-back skill. using-scribe also lists
  it among the sibling process-skills.
- update_task returns a one-line `report_back` cue when a task is closed
  (done or cancelled). A tool response is the only surface every MCP client
  sees, at the moment the report is about to be written.
- _INSTRUCTIONS takes no line: there is no budget without trading out a
  session-start reflex. The decision is recorded in server.py's comment
  block so it is not re-litigated blind.
- Guards: test_instruction_surfaces_agree pins the reflex and the placement
  pointer on both plugin surfaces; a tool test pins the cue on closing
  statuses and its absence on every other update.

Plugin version minted.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-14 10:11:58 -04:00
bvandeusenandClaude Opus 5 46d9134b10 feat(409): a task write returns where the task sits (#4010)
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Step 1 of milestone 409 "Response shapes". An agent reporting finished work
is asked to say which milestone it belongs to, which step of how many, and
what is next. Without those facts to hand it reconstructs them, and a
reconstruction reads exactly like the truth when it is wrong.

create_task and update_task (MCP) and the REST create/update task routes now
return a placement block: project; and for a task in a milestone, the
milestone, position {step, of}, progress {completed, total, pct} and next
(the next open step, falling back to the earliest open one before it).

- Step order is creation order, not get_milestone listing order, which
  reshuffles on every update.
- Siblings are read through readable_notes_clause; position and progress
  are computed over that same readable set, so a collaborator is never shown
  a step title they cannot open, and a note share alone reveals no plan.
- Fail-open and omitted when empty, like every in-band decoration.
- _no_embedding moves into conftest as one opt-in fixture for both
  integration modules that need it.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-14 08:43:04 -04:00
bvandeusenandClaude Opus 5 441a1ac31d fix(#4016): records that cite each other are created together, and a guessed id is refused
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Sessions predicted the ids their next creates would get and wrote them into
plan bodies and reference notes before the records existed. The database
never collides; the sequence is shared by every session and user, so any
concurrent create took the guessed numbers and the references pointed at
someone else's records.

- create_records (new MCP tool) and start_planning(body=, steps=) create
  their records in ONE transaction: insert, flush for the real ids, rewrite
  {{ref:N}} / {{ref:milestone}} placeholders as #id "title", commit. No
  prediction, no waiting, no stub records left behind when a batch fails.
  Ids need not be consecutive and nothing depends on it.
- Every MCP create/update of a note, task or milestone refuses a #N sitting
  just above the highest assigned id (within 50): that can only be a guess.
  Refusal, not warning. Numbers far above the max (PRs, forge issues) pass.
- notes.build_note splits validation out of create_note so the batch
  validates records exactly as a single create does.
- writing-plans and using-scribe say to pass steps up front and never write
  an unassigned id; plugin version minted.

Integration test runs six concurrent batches and checks each resolves its
placeholders to its own records, and that a failing batch writes nothing.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-14 08:33:56 -04:00
bvandeusenandClaude Opus 5 4eebe271ed fix(rules): restore system_ids and clear the imports the deletions orphaned (#394)
Three defects from the sweep, all caught by ruff.

system_ids was REMOVED FROM create_rule AND create_project_rule — a real API
regression, not a lint nit. The parameter shared a signature line with tier,
so deleting the tier deleted it too, and the tools lost the ability to tag a
new rule to an area. Areas are what let a rule reach a project after this
milestone, so the one parameter that decides reach went missing from the two
tools that create reachable rules.

The other two are imports left holding nothing: services/rulebooks.py's
module-level datetime and its IntegrityError were used only by functions this
milestone deleted, and plugin_context lost four (select, async_session,
RulebookTopic, rulebooks_svc) with the preload and _topic_titles.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011cPyzNnegXHr5iRMzzy5KJ
2026-09-11 16:24:38 -04:00
bvandeusen c149ef31a3 wip(394): steps 6+7 — backend path and instruction surfaces 2026-09-11 15:15:33 -04:00
bvandeusenandClaude Opus 5 8e06cdf749 feat(rules): the trigger contract is shown as a worked contrast, and pinned (#3855)
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Follows 8c9f947, which taught the trigger shape on the two update_*
surfaces but left the softer regression unguarded: guidance kept and
abstracted back to "name the moment in session vocabulary" — advice about
being concrete that is not itself concrete, which is the shape that was
already on file while the corpus filled with categories.

Two attempts to detect that in free prose were written and discarded:

- Counting quoted multi-word phrases anywhere in a docstring measured
  ambient quotation rather than demonstrated triggers. It PASSED the
  abstracted version by scoring unrelated prose, and text with an odd
  number of quote characters produced matches spanning the gap BETWEEN two
  unrelated phrases.
- Scoping that count to a window after each trigger mention then FAILED
  create_preference in its CORRECT state, its examples sitting further from
  the first mention than any defensible window reaches.

Both were proxies inferring demonstration from prose. Where a property
cannot be measured, changing the shape of the thing is cheaper than a
cleverer measurement — so all five trigger-writing surfaces now carry a
two-line labelled contrast:

  RETRIEVES: "the migration failed with a check violation on a column we
    just extended"
  COLLAPSES: "when working on migrations"

Unambiguous to parse, free in its wording, and a better teaching form than
the sentences it replaces: the labels name the mechanism, so they do work
for the reader rather than only for the test.

The guard now pins both halves — the field is documented, and the contrast
is present, complete and non-identical. Falsified against three regressions
before committing: the paragraph stripped, the examples abstracted away,
and one half of the pair removed. All three fail; the current tree passes.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011cPyzNnegXHr5iRMzzy5KJ
2026-09-11 11:48:14 -04:00
bvandeusenandClaude Opus 5 8c9f947f09 feat(rules): the update surfaces teach the trigger shape, not just the create ones (#3855)
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A trigger is two-thirds of a rule's embedded document, so one naming a
CATEGORY rather than a moment collapses the record toward its title and it
never arrives. #3835 measured that across 113 rules; #3855 hit it again on
the eight preferences, where six named a category and two did not.

The split was not carelessness, it was an uneven contract. create_rule has
carried the full argument since c61925b (2026-08-27) and the two
preferences authored that day got good triggers; the six written weeks
earlier got categories. The guidance worked wherever it existed — and it
existed on three of five write surfaces. Both update_* tools were silent,
and the update path is where every RETROFITTED trigger is written, which is
most of them: a trigger that already reads fine as English is the one
nobody rewrites.

So:

- update_rule gains the retrofit case, which is a different trap from the
  create case. There the field is empty and the instruction is "write one".
  Here one exists, reads perfectly well, and the honest-looking verdict is
  that it is fine.
- update_preference gains it too, plus why the field is load-bearing there
  specifically: preferences get a reserved slot filled by a kind-filtered
  query at limit=1, so the corpus ranks against ITSELF and the trigger is
  nearly all that separates one from the next.
- create_preference and create_project_rule now SHOW a moment instead of
  describing one. Advice about being concrete that is not itself concrete
  is the shape that was already on file while the corpus filled up.

The guard pins one property: a tool taking when_to_apply mentions it. That
is exactly what update_preference failed. The surface list is derived from
register() rather than hand-kept, so a write tool added later is in scope
the day it lands.

Two stronger predicates were written for the softer regression — guidance
kept but abstracted — and both were discarded after falsification: counting
quoted phrases measured ambient quotation and passed the broken version,
and scoping that count to a window failed create_preference while correct.
Rule 167 settles it; the discarded attempts are recorded in the test
docstring so the next author does not repeat them.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011cPyzNnegXHr5iRMzzy5KJ
2026-09-11 11:39:00 -04:00
bvandeusenandClaude Opus 5 89d16d89a9 feat(rules): a preference updates without asking, and says what taught it (#3849 step 2)
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The write path, and the step where a preference stops being a relabelled
rule. `create_preference` / `update_preference` on the MCP surface, plus
`kind` on update_rule and both HTTP doors.

SEPARATE TOOLS, NOT A `kind=` ARGUMENT. create_rule's docstring IS the
approval gate (#3557): propose, offer three answers, wait. That is right for
a rule — the person it binds should have agreed. A preference inverts it, and
one reached through create_rule would be read through that prose, so the
caller would hesitate over exactly the act this kind exists to make routine.
Two doors, two contracts, one table. Reads stay shared: a preference IS a
rule row, and "what governs this" wants both.

Two required fields, each buying something:

- `when_to_apply`, because the trigger is two-thirds of the embedded
  document. Without one the record is written, stored, and silently never
  delivered — indistinguishable from one nobody wrote.
- `arose_from_id`, the price of the ungated write. A corpus that drifts with
  no record of what taught each change cannot be audited, and the operator's
  veto over drift is worth exactly as much as their ability to read why it
  happened.

The near-duplicate gate is what lets this corpus be written freely and stay
small: the second preference about a thing updates the first. It is
title-scoped and kind-blind, so it also catches a preference restating a rule
that already binds.

The asymmetry is guarded as two PRESENCE facts — the rule door still asks,
the preference door still says write it — never as an absence. An absence
check passes against a docstring that was deleted or rewritten into something
else, which is snippet #3352's warning and would read as coverage here while
proving nothing.

`_plain_detail` moved to tests/helpers on its second copy, per that module's
own reason for existing (#2825).

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011cPyzNnegXHr5iRMzzy5KJ
2026-09-10 21:59:23 -04:00
bvandeusenandClaude Opus 5 d5ac8408f6 feat(telemetry): record WHAT the bar turned away, not only how close it came (#3807)
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#3670 added `best_available_score` so a threshold could be judged from its
rejections. It records how CLOSE the bar came to firing and not WHAT it
refused, and that is the half a decision actually needs.

Live, pre_tool_rule sits at a ~0.72 bar with a near-miss p90 of 0.7071 —
about 117 declines a day within 0.013 of firing. Dropping to 0.707 would
take that arm from 22 hits a day to roughly 139: six-fold, on a surface
that runs before every Bash call. The percentile says the mass is there.
Nothing said whether it was worth showing.

NEITHER OBVIOUS INSTRUMENT ANSWERS IT. Pull-through cannot: the injected
rule line already carries title and trigger, so a session can comply
without ever calling get_rule, and rule pull-through understates
usefulness by construction. Reading the rejected records can — and
`result_ids` holds only what was RETURNED, so on a zero-result call the
near-missed record had no name at all.

So the id, from the SAME ranked candidate as the score. Both searches
unpack `best` once and read both fields off it, because splitting that
into two expressions is exactly how a later edit pairs a score with its
neighbour's id — and a score attached to the wrong record is worse than no
id, since it invites judging the wrong one and concluding the bar is fine.

write_path withholds the id on the same condition it withholds the score
(#3739): a surviving id beside a null score names a record without saying
what it scored, the pair disagreeing in the other direction.

THE READ PATH IS A LISTING, NOT A STATISTIC — an id cannot be percentiled,
and a reader tuning a bar needs to go and read the records. Opt-in via
`near_miss_samples` (0-20, default 0) so the ordinary readout keeps its
size, and deliberately NOT a window function: this module's one production
outage was a grouped query Postgres rejected, swallowed by the broad
except, every counter reading zero while the mocked tests passed (#2663).
One flat ordered query, overfetched, bucketed in Python — the shape that
lesson prescribes.

Migration 0097, nullable and unbackfilled. Not a foreign key: the table
spans record types and `source` says which, exactly as result_ids works.

The integration guard pins the listing as PER SOURCE. A global LIMIT would
let a noisy source eat the whole quota and leave the surface being tuned
showing nothing — which reads as "nothing was close", the misreading this
milestone has spent itself correcting.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011cPyzNnegXHr5iRMzzy5KJ
2026-09-09 21:24:32 -04:00
bvandeusenandClaude Opus 5 623464323e fix(telemetry): a search that never ran is not a decline (#3765)
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`best_available_score` was added by #3670 so a bar could be judged from
what it rejected, and it arrived null on four unrelated causes: the corpus
offered nothing, the query was empty, the embedder was down, or the
DATABASE QUERY FAILED. Only the first is a measurement. The fourth is the
#2663 shape — a swallowed failure rendering as a clean zero — inside the
field added to fix an instance of the #2663 shape.

Found while trying to explain why reuse_slot returned nothing on 45 of 45
calls, and auto_inject on 153 of 161. That investigation is still open;
what it established first is that the readout could not answer it.

THE FIX IS NOT A NEW COLUMN. A call that never searched writes no row, so
every remaining null means one thing: searched, and nothing came close.
That is the convention the pre-tool arm already follows for a blank
command — "a row here would report a call that never happened and drag the
clear-rate down with phantom declines" — extended from the case a caller
can see in advance to the ones only the search knows about.

Both searches stamp `report["searched"]` FALSE before anything can return
and True only where a real result set exists, so every early return leaves
it false. It has to be the first thing done to the dict: a return added
above that line would leave the key absent.

ABSENT IS A THIRD STATE AND IT DEFAULTS TO TRUE. A caller that passes no
report cannot know, and the safe reading there is the old behaviour. Only
a real search can report False, so absent means "nobody asked" and never
"it failed" — which is also why 66 existing mocked searches across twelve
test files keep working unchanged rather than being rewritten to simulate
a flag they do not care about.

A FAILURE IS NOT MADE INVISIBLE. semantic_search_notes already logs a
WARNING on a query failure, which is where a broken search belongs: a
counter cannot say "I am broken" without a reader already trusting it.

Three tests, and the middle one is what makes them discriminate — a
blanket `return` passes the first and fails the second, because a call
that searched and came back empty is the only evidence a threshold is too
high (#3497).

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011cPyzNnegXHr5iRMzzy5KJ
2026-09-09 12:47:46 -04:00
bvandeusenandClaude Opus 5 a165483b92 fix(telemetry): a repeat is not a rejection, and near_misses counted it as one (#3739)
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Caught on the first live read after deploying #3670. The readout
contradicted itself:

    pre_tool_rule   top_score.min    0.7204   the lowest score ever RETURNED
                    near_misses.max  0.7457   "rejected", but scored higher

`best_available_score` is measured pre-threshold, which is right, but for
the rule arms it is also PRE-EXCLUSION, which is not. The note arms pass
`exclude_ids` into semantic_search_notes so their score is already
post-exclusion and clean; `semantic_search_rules` takes no such parameter,
so the rule arms filter in Python after the search and a rule that cleared
the bar and was dropped as a repeat still reported its score on a
zero-result row.

That is #3497's distinction — a ranker decline versus a reader already
ahead of it — reintroduced one level up, inside the field built to replace
a tautology.

The population now also requires `suppressed_count IS NULL OR = 0`. The
NULL arm is principled rather than permissive: null means the caller
filtered INSIDE the search, which is exactly the case where the reported
score cannot be contaminated.

Deliberately conservative — a call carrying both a repeat and a lower
genuine miss is dropped whole, losing that point. It undercounts; it
cannot corrupt, which is the right way round for a number read against a
bar.

It also makes `near_misses.max < threshold` true BY CONSTRUCTION rather
than by fixture: an above-bar candidate nobody excluded would have been
returned, so its call is not in the population at all.

THE TEST DID NOT CATCH THIS, and that is the part worth keeping. The
assertion `nm["max"] < 0.72` was already there, with exactly the right
intent. It passed because the fixture contained no suppressed call — the
guard held because the breaking shape was absent, not because the code was
right. Rule 167's stated failure mode, in a test written while citing rule
167. The fixture now builds that shape: a 0.9 hit dropped as a repeat,
which lands in the population and drags `max` above the threshold unless
the predicate excludes it.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011cPyzNnegXHr5iRMzzy5KJ
2026-09-08 16:42:51 -04:00
bvandeusenandClaude Opus 5 e7c1af32a0 fix(telemetry): the bar can only be judged from what it rejected (#3670)
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`cleared_threshold` was documented as the number to read first. It was a
tautology. The search applies the threshold before returning, so every
returned result cleared it by construction and a call with no results has
no top_score to compare — the condition was true exactly when
`result_count > 0`. It was `calls - zero_result_calls` under a name that
promised a second opinion, and `zero + cleared == calls` held on all
nineteen source/window readings ever taken, today's live seven included.

The reading procedure built on it asked the reader to compare a number
with itself, and a threshold change was unobservable through it: raise the
bar and both numbers move together, so the field could never show a bar
set too high.

REPLACED, NOT JUST REMOVED. The question the table exists to answer is
whether the bar is in the right place, and that is only answerable from
the calls that returned NOTHING: how close did the best rejected candidate
come? A 0.72 bar turning away a stream of 0.71s is set too high by a hair;
the same bar turning away 0.30s is working. Both render as a zero-result
call today and nothing separates them, because the losing score is
discarded inside the search.

So both searches now rank WITHOUT the bar and apply it in Python. The
qualifying set is provably identical — rows arrive ordered by distance, so
every above-bar row sorts ahead of every below-bar one, and an over-fetch
that returned N above-bar rows returns the same N plus some losers. What
changes is that the losers are visible instead of dropped in the query.
`report` carries the score out without changing what a search RETURNS:
eight of eleven call sites want hits and nothing else.

New column (migration 0096), nullable and unbackfilled. A row written
before this genuinely does not know, and a 0.0 would read as "the corpus
held nothing remotely relevant" — a claim invented out of a caller's
silence, which is the substitution this whole milestone corrects.

The new aggregate is a percentile_cont WITHIN GROUP over a CASE, one step
from the shape that produced #2663, where a rejected query was swallowed
by the broad except and every counter read zero. It carries an integration
guard for that reason: only real Postgres can say it parses, and the
symptom of failure is silence.

Also adds a guard that no int field in a bucket equals
`calls - zero_result_calls`. That identity is what `cleared_threshold`
satisfied for its whole life, and it survived because it had its own name
and nobody added the two numbers beside it.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011cPyzNnegXHr5iRMzzy5KJ
2026-09-08 13:50:05 -04:00
bvandeusenandClaude Opus 5 7a2aff7bc1 fix(telemetry): a surface that stopped recording is not one that never ran (#3720)
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`out["sources"]` was built only from the windowed aggregate, so a source
with rows in `retrieval_logs` but none inside the window got no bucket at
all. Absent is exactly how a source that never existed renders, so a
surface that WAS recording and went silent became unreadable — #2663 one
level up, the failure that looks like the correct answer.

Two queries at different scopes, and only one shaped the output.
`_complete_from` reads all-time and knows every source the table has ever
held; the windowed loop dropped whatever it did not return.

Every such source now gets a zero bucket. Zero is a real measurement here
rather than a manufactured one: the all-time query proves the source was
recording, and it made no calls across a window it fully covers. No
`covers_window` special case is needed either — a source whose first row
fell after `since` would have that row IN the window and already hold a
bucket, so anything reaching this branch began before it.

The counts are 0 and everything else is null. A sampled distribution is
not the same claim as a call count, and rendering p50 as 0.0 for a source
nobody sampled would assert a measurement — #3311's mistake, in the
readout built to prevent it.

Found while fixing #3712's fixture, which failed with KeyError for this
exact reason.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011cPyzNnegXHr5iRMzzy5KJ
2026-09-08 11:07:21 -04:00
bvandeusenandClaude Opus 5 21a5831479 feat(telemetry): every counter says when it started being recorded (#3712)
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A window that opens before a counter existed reports that counter as though
it had been measured throughout. The reader cannot tell "zero because
nothing happened" from "zero because nobody was counting yet", and — worse
— cannot tell a partial count from a complete one. That middle case yields
a plausible FRACTION rather than an obvious zero, which is what makes it
dangerous.

It is not hypothetical. A 7-day window opened while the ranked rule
surfacing recorders were four days old produced an apparent 64% write loss,
which survived a code review, four ruled-out alternative causes and a
five-step milestone before an identity check falsified it in one read.

Every counter block now carries `complete_from` and `covers_window`.

THE GRAIN IS THE SOURCE. retrieval_logs accumulates for months, so a
per-table earliest row says months for every source it holds — including an
arm added days ago whose counter means something else entirely. The old
source would vouch for the young one, which is the exact reading this
prevents.

A SECTION TAKES ITS LATEST CONTRIBUTOR, NOT ITS EARLIEST. A figure summing
several sources is complete only once every one of them was being written,
so "*" is a max. Using min would reproduce the original error in miniature.

`covers_window` is null, never false, when nothing was ever recorded: "no
measurement" is not "partial measurement" — the null convention #3497
established for `suppression`, one level up.

Also corrects a stale claim in the tool docstring: it still taught readers
that write_path_rule "has never once declined to fire" (#3311). That was
the arm writing its retrieval_logs row only on calls that found something;
#3497 fixed it, and the arm declines the large majority of its calls.

_complete_from takes the caller's session rather than opening its own,
departing from the services canon (#2860) because it runs inside an
existing block; to be recorded against the ledger once it ingests.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011cPyzNnegXHr5iRMzzy5KJ
2026-09-08 10:29:02 -04:00
bvandeusenandClaude Opus 5 c3ecdf0972 feat(rules): the rule gate becomes a practice with a question, not a prohibition (#3557)
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The first cut opened "NOT YOURS TO CALL UNPROMPTED", and that is the wrong
instrument. A caller reading a prohibition stops NOTICING rule-shaped things
rather than noticing them and asking — which trades a small failure for a
larger one. The wanted behaviour is more proposals, not fewer.

So both docstrings now describe the practice: propose readily, state the
four things, and close with a question the operator answers in one word —
approve it as written / let's talk about it / no. Named options where the
interface has them, three written-out options where it does not.

"Approve it as written" is what makes element 1 load-bearing: they approved
TEXT, so that text is stored verbatim. "Let's talk about it" is framed as
the expected answer rather than a setback. "No" routes the observation to
create_note, which records without binding.

The argument for asking is also better than consent. The operator's yes is
the one moment the rule is certainly in front of them: afterwards a
conditional rule is not read aloud at session start, and a project rule is
absent from an unfiltered list_rules(). The proposal IS the review.

Guard gains the answers-offered-back element and drops the wording that
forbade; its header records why the framing changed, so the prohibition does
not get reintroduced as a tidy-up.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011cPyzNnegXHr5iRMzzy5KJ
2026-09-04 20:11:42 -04:00
bvandeusenandClaude Opus 5 1a34363059 feat(rules): the rule-creation tools ask for approval, and ask what would enforce it (#3557)
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Every gate on create_rule and create_project_rule was about SHAPE — rule vs
process vs snippet, one-thing-you-could-violate, general-enough, not-a-dupe.
All of them improve a rule someone has already decided to write. None asked
the prior question: has the person this will bind agreed to be bound by it?

Both docstrings now open with the gate, and with the four things a proposal
carries: what it would require in the words it would carry, its intent, why
now, and how it would be enforced.

The fourth is the one that decides it. "A test, a CI check, a hook, a schema
constraint... or nothing" is a question that sometimes dissolves the rule:
what a test can assert should BE that test, and a rule is what is left when
nothing mechanical can hold the thing. A rulebook grows by default and
shrinks only on purpose.

create_project_rule needs the gate more, not less, and says so: a project
rule is absent from an unfiltered list_rules(), and a conditional one is
absent from session start too, so one written there can bind for months
without ever having been in front of the person it binds.

test_rule_creation_asks_first pins structure, never wording — each element
matches a family of synonyms, and the gate must precede the Args: block,
because a caller who has decided to make the call reads the parameters and
not the prose under them.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011cPyzNnegXHr5iRMzzy5KJ
2026-09-04 20:02:05 -04:00
bvandeusenandClaude Opus 5 8be555d6dd feat(telemetry): tell a ranker decline from a repeat before the observation window opens (#3497)
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Making the rule arms log every call exposed a second ambiguity in the same
row. `result_count == 0` is two unrelated events wearing one number:

  - the ranker found nothing above the bar — the only evidence a threshold is
    set too high; and
  - the ranker found only what this session had already been shown — which
    says nothing whatever about the bar.

A long session excludes its way into the second, so the arm reads worse the
longer it runs correctly. Rows written now carry the ambiguity permanently,
which is why this lands before any watch period rather than after.

`retrieval_logs.suppressed_count` (0095, nullable) holds what the caller
dropped as already-shown. Both rule arms report it; they filter in Python and
always know. The note arms pass exclusions INTO semantic_search_notes and
never see what was dropped, so they store NULL.

THE NULL IS LOAD-BEARING. It means "not measured here", and the readout
renders it as `suppression: null` rather than a zeroed dict. Defaulting to 0
would let an unmeasured surface read as a perfectly clean one — the same
substitution of an artifact for a measurement that #3311 made. No backfill,
for the same reason: existing rows genuinely do not know.

`retrieval_telemetry`'s `sources` gains `suppression` with `measured_calls`,
`calls_with_suppression` and `zero_because_already_shown`; subtract the last
from `zero_result_calls` for the true ranker declines. The MCP tool docstring
says to read the two together and warns against reading the null as a zero.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011cPyzNnegXHr5iRMzzy5KJ
2026-09-03 21:12:38 -04:00
bvandeusenandClaude Opus 5 8b9b3a1d9b feat(telemetry): the preload emits, and the always-on set stops being unfalsifiable (#3473)
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The ranked rule arm became measurable in M333. The preload did not — and
that is the surface whose value is actually in question. `list_always_on_rules`,
the SessionStart block and every `rules_payload` caller handed rules over
wholesale and emitted nothing, so the resident set's token cost was certain
and its usefulness could not be tested even in principle.

Bulk deliveries now record as AMBIENT, beside the ranked count and never
inside pull-through. Folding them in would mean growing the always-on set
depressed the arm's measured precision and trimming it flattered the arm,
neither for any reason to do with the arm.

`RANKED_SOURCES` inverts the note twin's `AMBIENT_SOURCES` deliberately: there
is one ranked rule source and this change adds seven bulk ones, so naming the
rare half makes a forgotten surface default to ambient — under-counting it —
rather than padding the denominator with surfacings nobody chose.

Two lookalike call sites are deliberately left silent, with a test to keep
them that way: the write-path etag arm and `rules_etag_for` read the rules to
build or compare a MARKER and show nobody anything.

No migration — `event` and `source` are plain Text with no CHECK (rule 36
does not apply). Snippet #2858 updated to the new `rules_payload` contract.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011cPyzNnegXHr5iRMzzy5KJ
2026-09-02 23:06:40 -04:00
bvandeusenandClaude Opus 5 8901c904a9 feat(telemetry): retrieval_telemetry reports rule pull-through where it reported nothing (#3317)
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Milestone 333 step 3, the read half. Steps 1 and 2 built the table and filled
it; until now nothing read it, and `usage` — sourced entirely from
note_usage_events — described notes only while `sources` happily listed a
write_path_rule row above it. A reader takes the aggregate as covering
everything named above it. It did not.

A SEPARATE `rule_usage` BLOCK, not folded into `usage`. Two reasons, and the
second is the one that bites: the corpora differ by orders of magnitude, so a
blended ratio would be the note ratio with noise on it and the rule arm would
stay invisible inside it; and `usage` is what existing callers already read and
compare across windows, so silently changing what it counts would move a number
nobody was told had changed meaning. There is a test asserting rule events stay
out of the note block.

No `ambient` key, unlike the twin. Nothing surfaces a rule un-ranked —
list_always_on_rules and enter_project hand rules over wholesale but emit no
event — so there is no ambient class to subtract. The absence is a fact about
the data, not an oversight, and it returns when a bulk loader starts emitting.

Guarded separately, like `by_source`. This table did not exist a commit ago,
and an instance running upgraded code against un-migrated schema would
otherwise take down two readouts that work perfectly in order to report a third
that cannot. On failure the FLAG is added and the SHAPE is kept — a caller must
not have to choose between crashing on a missing key and quietly rendering
zeros it has no right to.

`pull_through` is None rather than 0.0 on an empty window, matching the note
block. A ratio of zero asserts "rules were shown and none opened"; with an
empty numerator and denominator that is a claim the data does not support, and
it is the reading that would make a brand-new install look like a broken one.

Also fixed, from #3311: the rule arm never timed its search, so it was the one
source in the readout reporting a null p90_duration_ms — a gap that reads as
"this surface is somehow not measurable" rather than "nobody passed the
number".

Both docstrings updated in the same change. The tool's is the agent-facing
contract (rule 119) and it explicitly said rule surfacings were absent and had
"no usage counter at all". Leaving that would have had a reader conclude the
arm has zero pull-through rather than a separate one.

Tests are integration for the reason the block above them is: real GROUP BYs
and count(distinct) against a table a commit old, in a module whose one
production outage was a SQL shape the database rejected inside a broad except.
A mock would agree with whatever the code does, including nothing.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TcCs1CcQ1ormdnzSshKqvN
2026-09-02 17:25:11 -04:00
bvandeusenandClaude Opus 5 8f7f447fda feat(telemetry): the rule arm records what it showed, and get_rule records the read (#3316)
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Milestone 333 step 2. Step 1 built the table; a counter nobody calls reads zero
and looks exactly like a surface nobody uses, which is #2663's shape.

SURFACED — the standing-rule arm in build_write_path_hint, beside the
record_retrieval it already made. Two tables, and the split is not arbitrary:
retrieval_logs is one row per CALL keyed on the score distribution a threshold
is tuned from; rule_usage_events is one row per RULE per event, the grain "was
this hint ever acted on" needs and the grain a JSONB result_ids array cannot be
indexed at.

The comment there said rule ids had nowhere to go — that note_usage_events
remaps ids on restore, so a rule id would return attached to whatever note took
that number. Still true of the NOTE table, and precisely why step 1 built its
own. Rewritten to say the gap is closed rather than leaving a stale rationale
that would have someone re-derive the same dead end.

Records `fresh`, i.e. AFTER exclude_rule_ids. A rule the session already holds
was considered and not shown; counting it would inflate the denominator with
claims the agent never saw, and the ratio would then fall for a reason that has
nothing to do with whether hints land.

PULLED — two doors, both after their access check so a refused read is not a
pull. mcp_get_rule is the one that matters: the arm's own message ends "Read it
with get_rule(N)", so that call is the exact action a landed hint produces.
rest_rule carries the other prefix, and the prefix is load-bearing — "is this
rule dead weight?" is served by any pull, "did that injected hint land?" by
agent pulls only.

NOT a pull: rule_history. It loads the rule for its title and its own output
says "The current wording is on the rule itself — get_rule(N)", so counting it
would credit a read of the history as a read of the rule and double-count
anyone who then follows that pointer. list_always_on_rules and enter_project
are likewise bulk resident loads, not somebody choosing to open one record.

tests/test_rule_usage_wiring.py is cross-cutting on purpose: the surfaced end
is in plugin_context, the pull end in two other modules, and "both ends meet"
is a property no module-shaped file asserts. It covers the exclusion boundary,
that a failing recorder cannot break the write, that a refused read records
nothing, and two completeness guards — every door records, and the bulk loaders
still do not.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TcCs1CcQ1ormdnzSshKqvN
2026-09-02 17:15:03 -04:00
bvandeusen 0d4b155699 feat(telemetry): pull-through per surface, not just per corpus (#3311)
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The readout already grouped usage by source — `group_by(event, source)` —
and the loop directly below it threw the source away, collapsing every
surface into one corpus-wide ratio. So the question a threshold is
actually tuned against, "is THIS surface worth its noise", could not be
asked of any surface, while the data to answer it sat in the table.

`usage.by_source` reports notes_surfaced / notes_pulled / pull_through
per surface. The grain is the note, not the call: a pull records the
door it came through, not the surface that led there, so grouping the
pulled rows by source would answer a different question. Joining
surfaced rows to pulled rows on note_id answers this one without the
session identity #2085 declined to invent — at the cost of being an
upper bound per surface, which the docstring says where it is read.

Ambient surfaces report counts and a null ratio: nothing chose those
records, so "surfaced often, opened never" is not a judgment about them.
A surface that genuinely produced nothing reports 0.0, which must not
look like the null.

The join is guarded separately from the two reads above it. #2663 was a
novel SQL shape the database rejected inside a broad except; this is the
novel shape here, and it must not take down two readouts that work.

Tests are integration for that same reason — a mock passes on a query
Postgres refuses. They pin the distinct-first property (three surfacings
of one note are one note), the ambient null, and the LIKE escape, since
an unescaped `mcp_%` also matches `mcpXget_note` and nothing else in the
payload would show the difference.
2026-08-31 15:52:17 -04:00
bvandeusenandClaude Opus 5 7985f8c7d7 fix(scribe): a delete must not depend on the lookup that names it (#3273)
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CI caught the naming work reaching for Postgres from the unit lane, and the
connection error was the symptom of a real design fault rather than a test
gap: reading the title BEFORE the delete put a live query on the delete path,
so a lookup that failed would have stopped the delete happening.

That is a decoration breaking its payload — the same mistake just fixed in
rules_etag, made again two commits later. Every title lookup now fails open:
delete_task, delete_note, delete_milestone, delete_snippet and rule_history
lose the name, never the operation.

The five unit tests mock the lookup rather than reaching for a database, and
delete_note gains one asserting the delete still happens when the lookup
raises — the behaviour, not just the absence of a crash.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-30 13:17:52 -04:00
bvandeusenandClaude Opus 5 efabba58dd fix(rules): the staleness signal must not wait for prior art to match (#3244)
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CI caught two things, and the first is the feature not working rather than a
test being wrong.

THE SIGNAL WAS GATED ON A COINCIDENCE. build_write_path_hint returns early
when no prior art, stamp, divergence or derive matched, and that guard sat
ABOVE the new arm — so a session whose rules had changed was told only if the
file it happened to be editing also matched something else. A staleness
signal that fires on that coincidence is not a staleness signal. The arm now
runs above the guard, collecting into its own list that `lines` is seeded
from, and the guard accounts for it.

The standing-rule arm (milestone 307) is deliberately LEFT below that guard,
and this is a finding rather than a fix: it has the same gating and probably
should not, but it runs a SEMANTIC search, so lifting it would put an
embedding query on every write in every session. That is a cost decision, not
a bug fix, and not this task's to make.

THE MARKER MUST NOT BREAK THE PAYLOAD IT DECORATES. rules_etag is computed on
the SessionStart path, where `max()` raising costs the whole context payload
— every rule title, the project, all of it — to save a hint. A row with no
usable timestamp is now skipped and a set with none degrades to a count-only
marker, which still catches a rule added or deleted and only loses edits.
That is the right way round to lose information. CI found it because
build_session_context's tests pass MagicMock rules and `max()` over those
raises TypeError.

Also: list_always_on_rules on an install with no always-on rulebooks returns
`rules_etag: "empty|0"`. Its exact-dict test is updated rather than loosened
— the key being present on an empty install is the behaviour, not noise.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-30 13:10:04 -04:00
bvandeusenandClaude Opus 5 5c9bb40777 feat(rules): a session is told when its rules move under it (#3244, milestone 323 step 5)
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The rules payload carries a marker; the write-path hook hands it back; the
server says which rules moved. Nothing is said when nothing moved.

THE COUNT IS NOT DECORATION. max(updated_at) alone cannot see a DELETED rule
— it moves no timestamp — and that is the single change that takes an
instruction OUT of force, which is the one a session most needs to hear
about. The marker is `<max updated_at>|<count>`, and a deletion is reported
through the count because there is no row left to name.

THE HOOK IS THE CARRIER because it already fires before a write, which is the
moment acting on a stale rule costs something. One comparison, no payload,
no extra round trip.

WHERE THE MARKER IS CAPTURED, and it could not be anywhere else: the
SessionStart hook, from /api/plugin/context. The model also receives one from
list_always_on_rules, but a hook cannot see an MCP tool's result — so the
value the write path compares has to be stored where a shell script can
reach it. Keyed by session id in the state dir the prior-art hook already
uses, so "changed since" means since THIS session loaded its rules.

NOT ON rules_payload, against the task's letter. Those are applicable_rules —
a different, subscription-derived set. One key name over two sets is how a
comparison starts reporting phantom changes, and the write path compares
against the always-on set.

WHAT IT CANNOT SEE is stated in both the service and the write-path arm as a
table, because a reader who finds an etag will assume it covers staleness
generally:

  another session edits a rule mid-flight             | caught
  the session is misremembering a rule read hours ago | caught
  compaction summarised the rules out of context      | NOT caught

The third is the most common, and the marker is blind to it — the etag was in
context too and went with the rules. The SessionStart nudge is that case's
only mechanism and must not be softened because this shipped. A test asserts
both modules still explain that.

Instance-agnostic (rule 115): an install with no rules produces a stable
marker rather than an error, and "no rules" reads as a state rather than as a
change. An unreadable or absent marker reports nothing — a signal that cries
wolf is worse than none, because it trains a reader to skip the line that
will one day be true. The arm fails open like every other arm on this hook.

The delivery is tested through the real build_write_path_hint rather than the
helper alone: the feature IS a line arriving in a session, and the arithmetic
being right proves nothing about that.

Live acceptance is deploy-gated and not yet recorded on the task.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-30 13:02:00 -04:00
bvandeusenandClaude Opus 5 0704988528 feat(rules): the history is readable — service, REST and MCP (#3242, milestone 323 step 3)
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`list_rule_versions` / `get_rule_version` in the rulebooks service, a pair of
REST routes beside the note-version ones, and an MCP `rule_history` tool.

The ACL-scoped reads live in services/rulebooks.py rather than in
services/rule_versions.py because rulebooks already imports rule_versions for
the write path and the reverse would be a cycle. It is also the honest split:
rule_versions owns what a version IS, rulebooks owns who may read one.

Scoping is through the RULE, never the version's user_id, and both directions
of that mistake are now pinned by tests. That column is the ACTOR — scoping
by it would hand someone the snapshots they personally wrote on a rule that
has since moved out of their reach, and would hide from the rule's owner
every edit anyone else made. `get_rule_version` takes the rule id as well as
the version id so the ownership check and the fetch agree about which rule is
in play; the test for that uses a second rule the caller genuinely owns,
because a nonexistent id would pass on the ownership check alone and prove
nothing.

An unreadable rule returns None, not an empty list. The two mean different
things — "not your rule" versus "never reworded" — and the MCP tool keeps
them apart: None raises, empty says so in band.

THE DIFF QUESTION, ANSWERED — and the task's premise was half wrong. It says
"notes have DiffView.vue and a diff endpoint already". The component exists
and is reusable as-is: it takes `DiffLine[]` and nothing note-shaped, so step
4 can render a rule diff with it unchanged. The ENDPOINT does not exist —
diffs are computed client-side by `computeDiff` in useAssist.ts. So no diff
route is needed here, and none was written.

For the MCP door the answer is different again: an agent has no client to
compute a diff, but it also does not need one. Each entry holds the text the
edit REPLACED, so "what did this say before the most recent change?" is the
first entry, and the text that change produced is the rule as it stands. The
docstring says so, and a test pins that sentence — read the other way round,
every diff comes out backwards.

No restore, per the task. Putting an old wording back goes through
update_rule, which snapshots what it replaces, so the undo stays visible like
any other edit.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-29 23:46:15 -04:00